AI Task Assembly - Revision history

Rafin at 06:10, 27 August 2025

2025-08-27T06:10:27Z

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	~~= AI Task Assembly =~~

	== Overview ==		== Overview ==
	The '''AI Task Assembly''' in [[ACT3AI\|ACT 3 AI]] orchestrates the breakdown of creative work into discrete, automated tasks.		The '''AI Task Assembly''' in [[ACT3AI\|ACT 3 AI]] orchestrates the breakdown of creative work into discrete, automated tasks.

Rafin: /* How to Use */

2025-08-21T07:42:49Z

How to Use

← Older revision		Revision as of 07:42, 21 August 2025
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	# Review automatically generated tasks tied to your script’s [[Scenes\|scenes]] and [[Shots\|shots]].		# Review automatically generated tasks tied to your script’s [[Scenes\|scenes]] and [[Shots\|shots]].
	# Optionally adjust settings (task order, priority, credits).		# Optionally adjust settings (task order, priority, credits).
	# Start execution: tasks are dispatched to the AI engines (e.g., [[~~WAN_AI~~\|WAN AI]], [[Google_Veo_3\|Google Veo 3]], [[Runway\|Runway]]).		# Start execution: tasks are dispatched to the AI engines (e.g., [[Wan\|WAN AI]], [[Google_Veo_3\|Google Veo 3]], [[Runway\|Runway]]).
	# Monitor progress in the [[Render_Queue\|Render Queue]] and review previews.		# Monitor progress in the [[Render_Queue\|Render Queue]] and review previews.

	== Pricing & Credits ==		== Pricing & Credits ==

Rafin: /* Key Capabilities */

2025-08-21T07:42:36Z

Key Capabilities

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	== Key Capabilities ==		== Key Capabilities ==
	* '''Automated Breakdown:''' Convert [[Script_Editing\|script edits]] or [[AI_Wizard\|AI Wizard]] outputs into granular AI tasks.		* '''Automated Breakdown:''' Convert [[Script_Editing\|script edits]] or [[AI_Wizard\|AI Wizard]] outputs into granular AI tasks.
	* '''Dependency Management:''' Link [[Characters]], [[Scenes]], [[Shots]], and [[~~B_Roll~~\|B-Roll]] to ensure correct sequencing.		* '''Dependency Management:''' Link [[Characters]], [[Scenes]], [[Shots]], and [[B-roll\|B-Roll]] to ensure correct sequencing.
	* '''Parallel Execution:''' Run multiple AI jobs (e.g., [[Google_Veo_3\|Google Veo 3]] render + [[Runway\|Runway Integration]]) in parallel.		* '''Parallel Execution:''' Run multiple AI jobs (e.g., [[Google_Veo_3\|Google Veo 3]] render + [[Runway\|Runway Integration]]) in parallel.
	* '''Task Prioritization:''' Optimize credit and compute usage with priority queues.		* '''Task Prioritization:''' Optimize credit and compute usage with priority queues.
	* '''Collaboration Ready:''' Teams can view task progress in the [[Render_Queue\|Render Queue]] and assign overrides.		* '''Collaboration Ready:''' Teams can view task progress in the [[Render_Queue\|Render Queue]] and assign overrides.

	== How to Use ==		== How to Use ==

Rafin at 07:42, 21 August 2025

2025-08-21T07:42:15Z

← Older revision		Revision as of 07:42, 21 August 2025
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	== Overview ==		== Overview ==
	The AI Task Assembly ~~system is the orchestration core of~~ ACT 3 AI~~, managing~~ the ~~modular and scalable execution~~ of ~~AI-driven~~ tasks. It ~~is responsible for turning user inputs~~ into ~~structured~~, ~~repeatable generative video workflows~~.		The '''AI Task Assembly''' in [[ACT3AI\|ACT 3 AI]] orchestrates the breakdown of creative work into discrete, automated tasks.
			It ensures that scriptwriting, [[Digital_Actors\|digital acting]], [[Camera_Movement\|camera movement]], and rendering jobs are structured into a clear pipeline.
			By automating task dependencies, AI Task Assembly enables faster iteration and smoother collaboration across the platform.

	== ~~1. Purpose & Vision~~ ==		== Key Capabilities ==
	AI ~~Task Assembly was built to:~~		* '''Automated Breakdown:''' Convert [[Script_Editing\|script edits]] or [[AI_Wizard\|AI Wizard]] outputs into granular AI tasks.
	* Abstract complex creative processes into ~~modular~~ AI tasks		* '''Dependency Management:''' Link [[Characters]], [[Scenes]], [[Shots]], and [[B_Roll\|B-Roll]] to ensure correct sequencing.
	* ~~Support a multi~~-~~tenant SaaS environment~~		* '''Parallel Execution:''' Run multiple AI jobs (e.g., [[Google_Veo_3\|Google Veo 3]] render + [[Runway\|Runway Integration]]) in parallel.
	* ~~Enable scalable orchestration of generative~~ AI ~~models~~		* '''Task Prioritization:''' Optimize credit and compute usage with priority queues.
	* ~~Allow seamless extensibility~~ and ~~iteration~~		* '''Collaboration Ready:''' Teams can view task progress in the [[Render_Queue\|Render Queue]] and assign overrides.

	== ~~2. Primary~~ Use~~-Cases~~ ==		== How to Use ==
	* ~~Expand a one-sentence idea into a full script~~		# Inside the [[Editor]], select Assemble Tasks from the project menu.
	* ~~Automate camera movement and blocking~~		# Review automatically generated tasks tied to your script’s [[Scenes\|scenes]] and [[Shots\|shots]].
	* Manage render queues across scenes and ~~acts~~		# Optionally adjust settings (task order, priority, credits).
	* Integrate iPhone motion capture or voice into generative shots		# Start execution: tasks are dispatched to the AI engines (e.g., [[WAN_AI\|WAN AI]], [[Google_Veo_3\|Google Veo 3]], [[Runway\|Runway]]).
	* Generate pre-visualizations of TV episodes or films		# Monitor progress in the [[Render_Queue\|Render Queue]] and review previews.

	== ~~3. System Architecture~~ ==		== Pricing & Credits ==
	~~=== Core Concepts ===~~		* Each task consumes credits according to its category:
	* ~~'''Abstraction Layer~~:~~''' Reduces actions into TaskObject and PipelineObject structures~~		** Writing tasks: low credit cost.
	* ~~'''Execution Layer~~:~~''' Interfaces with 3rd~~-~~party models~~ (~~e.g. Google Veo,~~ Runway)		** Digital actor rendering: medium credit cost.
	* ~~'''Iteration Layer:''' Supports re-generation with modified parameters~~		** High-fidelity renders (Veo3 / Runway): higher credit cost.
			* Bundling tasks in a sequence reduces redundant credit usage.

	==~~= Design Principles =~~==		== Troubleshooting & Tips ==
	* ~~Modular~~ and ~~extensible~~		* If tasks fail, check [[Credit_System\|credit balance]] and network conditions.
	* ~~Fault-tolerant task processing~~		* Use smaller test clips before triggering full production renders.
	* ~~Compatible with new model integrations~~		* Adjust dependencies so that dialogue and visual assets align correctly.
			* For complex sequences, split task batches into multiple assemblies.

	== ~~4. Data Model & Abstractions~~ ==		== Example Workflow ==
	* '''TaskObject:''' Contains metadata, ~~inputs, outputs~~, and ~~version history~~		{\| class="wikitable"
	* '''PipelineObject:''' Collection of task definitions tied to ~~creative workflows~~		! Input
	* '''TaskGraph:''' A DAG used to resolve dependencies and concurrency		! AI Task Assembly Output
			! Next Step
			\|-
			\| Script draft in [[Editor]]
			\| Breakdown into beats, scenes, and shot tasks
			\| Review in [[Timeline_&_Storyboard\|Timeline & Storyboard]]
			\|-
			\| Character notes
			\| [[Digital_Actors\|Digital Actor]] tasks with performance prompts
			\| Insert into scene assembly
			\|-
			\| Scene with action + camera notes
			\| [[Camera_Movement\|Camera movement]] and [[Lighting]] tasks
			\| Send to [[Render_Queue\|Render Queue]]
			\|-
			\| Final assembly
			\| Batch rendering tasks
			\| [[Build_Video\|Build Video]] export
			\|}

	== ~~5. Security, Multi-Tenancy & Billing~~ ==		== See Also ==
	* ~~Organization-level isolation for all data and compute resources~~		* [[AI_Wizard]]
	* ~~RBAC enforcement for permissions and execution scope~~		* [[Characters]]
	* ~~Usage-based credit metering tied to every AI task~~		* [[Digital_Actors\|Digital Actors]]
	* ~~Secure APIs keyed by Org-ID with re-authentication on sensitive actions~~		* [[Timeline_&_Storyboard\|Timeline & Storyboard]]
			* [[Render_Queue\|Render Queue]]
			* [[Build_Video\|Build Video]]

	~~== 6. User Experience ==~~		[[Category:ACT 3 AI Features]]
	* Visual editor and timeline UI for task creation
	* Real-time status indicators and progress tracking
	* Support for versioning, retrying, and branching edits
	* Feedback loop for human-AI ~~collaboration~~

	~~== 7~~. ~~API & Extensibility ==~~		[https://act3ai.com/contact Contact Us] if you have any problems using our product, or if you have questions.
	* Public API for integrating with external render systems
	* Plugin support for custom TaskObjects or prompt nodes
	* Marketplace-ready for commercial prompt/~~task pack modules~~

	~~== 8. Operations~~, ~~SLOs & Roadmap ==~~
	* <3s scheduling latency goal for queued tasks
	* 99.5% platform uptime SLA
	* Roadmap includes:
	* Plugin store for third-party models
	* Preemptive resource reservation for high-priority projects
	* Analytics dashboard for workflow timing and credit spend

	~~== 9~~. ~~Glossary ==~~
	* '''TaskObject:''' The smallest unit of AI work, including metadata, inputs, and outputs
	* '''PipelineObject:''' A reusable sequence of task types
	* '''TaskGraph:''' Dependency map for resolving execution order
	* '''Org-ID:''' The organization-level container for permissions and billing
	* '''MoCap:''' Motion capture data for animating digital actors

Rafin: Created page with "= AI Task Assembly = == Overview == The AI Task Assembly system is the orchestration core of ACT 3 AI, managing the modular and scalable execution of AI-driven tasks. It is responsible for turning user inputs into structured, repeatable generative video workflows. == 1. Purpose & Vision == AI Task Assembly was built to: * Abstract complex creative processes into modular AI tasks * Support a multi-tenant SaaS environment * Enable scalable orchestration of generative AI..."

2025-08-06T09:58:37Z

Created page with "= AI Task Assembly = == Overview == The AI Task Assembly system is the orchestration core of ACT 3 AI, managing the modular and scalable execution of AI-driven tasks. It is responsible for turning user inputs into structured, repeatable generative video workflows. == 1. Purpose & Vision == AI Task Assembly was built to: * Abstract complex creative processes into modular AI tasks * Support a multi-tenant SaaS environment * Enable scalable orchestration of generative AI..."

New page

= AI Task Assembly =

== Overview ==
The AI Task Assembly system is the orchestration core of ACT 3 AI, managing the modular and scalable execution of AI-driven tasks. It is responsible for turning user inputs into structured, repeatable generative video workflows.

== 1. Purpose & Vision ==
AI Task Assembly was built to:
* Abstract complex creative processes into modular AI tasks
* Support a multi-tenant SaaS environment
* Enable scalable orchestration of generative AI models
* Allow seamless extensibility and iteration

== 2. Primary Use-Cases ==
* Expand a one-sentence idea into a full script
* Automate camera movement and blocking
* Manage render queues across scenes and acts
* Integrate iPhone motion capture or voice into generative shots
* Generate pre-visualizations of TV episodes or films

== 3. System Architecture ==
=== Core Concepts ===
* '''Abstraction Layer:''' Reduces actions into TaskObject and PipelineObject structures
* '''Execution Layer:''' Interfaces with 3rd-party models (e.g. Google Veo, Runway)
* '''Iteration Layer:''' Supports re-generation with modified parameters

=== Design Principles ===
* Modular and extensible
* Fault-tolerant task processing
* Compatible with new model integrations

== 4. Data Model & Abstractions ==
* '''TaskObject:''' Contains metadata, inputs, outputs, and version history
* '''PipelineObject:''' Collection of task definitions tied to creative workflows
* '''TaskGraph:''' A DAG used to resolve dependencies and concurrency

== 5. Security, Multi-Tenancy & Billing ==
* Organization-level isolation for all data and compute resources
* RBAC enforcement for permissions and execution scope
* Usage-based credit metering tied to every AI task
* Secure APIs keyed by Org-ID with re-authentication on sensitive actions

== 6. User Experience ==
* Visual editor and timeline UI for task creation
* Real-time status indicators and progress tracking
* Support for versioning, retrying, and branching edits
* Feedback loop for human-AI collaboration

== 7. API & Extensibility ==
* Public API for integrating with external render systems
* Plugin support for custom TaskObjects or prompt nodes
* Marketplace-ready for commercial prompt/task pack modules

== 8. Operations, SLOs & Roadmap ==
* <3s scheduling latency goal for queued tasks
* 99.5% platform uptime SLA
* Roadmap includes:
* Plugin store for third-party models
* Preemptive resource reservation for high-priority projects
* Analytics dashboard for workflow timing and credit spend

== 9. Glossary ==
* '''TaskObject:''' The smallest unit of AI work, including metadata, inputs, and outputs
* '''PipelineObject:''' A reusable sequence of task types
* '''TaskGraph:''' Dependency map for resolving execution order
* '''Org-ID:''' The organization-level container for permissions and billing
* '''MoCap:''' Motion capture data for animating digital actors